no code implementations • 31 Jul 2019 • Leslie Casas, Attila Klimmek, Gustavo Carneiro, Nassir Navab, Vasileios Belagiannis
A solution to mitigate the small training set issue is to pre-train a denoising model with small training sets containing pairs of clean and synthesized noisy signals, produced from empirical noise priors, and fine-tune on the available small training set.
no code implementations • 20 Dec 2018 • Leslie Casas, Attila Klimmek, Nassir Navab, Vasileios Belagiannis
The presence of noise is common in signal processing regardless the signal type.